/*****************************
//湖南長沙·2015-11-8
*************************/
#include?
#include?“opencv2\opencv.hpp“

using?namespace?cv;

//訓(xùn)練樣本：紅點(diǎn)、藍(lán)點(diǎn)。待識(shí)別數(shù)據(jù)：綠點(diǎn)
int?main（int?argc?char?*argv[]）
{
????QCoreApplication?a（argc?argv）;

????//?用于保存可視化數(shù)據(jù)的矩陣
????Mat?image?=?Mat::zeros（512?512?CV_8UC3）;
????for（int?i=0;i????????for（int?j=0;j????????????if（i????????????????image.ptr（i）[j]=Vec3b（25500）;
????????????else?if（i<2*image.rows/3）
????????????????image.ptr（i）[j]=Vec3b（02550）;
????????????else
????????????????image.ptr（i）[j]=Vec3b（00255）;
????????}
????}

????float?labels[3]?=?{1.0?2.0?3.0};
????Mat?labelsMat（3?1?CV_32FC1?labels）;
????float?trainingData[3][3]?=?{{25500}?{02550}?{00255}};
????Mat?trainingDataMat（3?3?CV_32FC1?trainingData）;
????//?設(shè)置SVM參數(shù)
????CvSVMParams?params;
????params.svm_type????=?CvSVM::C_SVC;//C支持向量分類機(jī)允許用異常值懲罰因子C進(jìn)行不完全分類
????params.kernel_type?=?CvSVM::LINEAR;//使用線性內(nèi)核
????params.term_crit???=?cvTermCriteria（CV_TERMCRIT_ITER?100?1e-6）;//迭代訓(xùn)練過程的中止條件
????//?對(duì)SVM進(jìn)行訓(xùn)練
????CvSVM?SVM;
????SVM.train（trainingDataMat?labelsMat?Mat（）?Mat（）?params）;

????string?str1=“blue“str2=“green“str3=“red“;
????for?（int?i?=?100;?i?????????int?j=10;
????????int?c0=image.ptr（i）[j][0];
????????int?c1=image.ptr（i）[j][1];
????????int?c2=image.ptr（i）[j][2];
????????Mat?sampleMat?=?（Mat_（13）?<????????float?result?=?SVM.predict（sampleMat）;//進(jìn)行分類
????????//結(jié)果處理
????????if?（result?==?1.0）
????????????putText（imagestr1Point（ji）FONT_HERSHEY_SIMPLEX2Scalar（255255255）28）;
????????else?if（result?==?2.0）
????????????putText（imagestr2Point（ji）FONT_HERSHEY_SIMPLEX2Scalar（255255255）28）;
????????else?if（result?==?3.0）
????????????putText（imagestr3Point（ji）FONT_HERSHEY_SIMPLEX2Scalar（255255255）28）;
????}

????imshow（“SVM分類“?image）;
????waitKey（0）;
????return?a.exec（）;
}

?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----

?????文件???????2167??2015-11-08?22:53??CvSVMTest\SVM\main.cpp

?????文件???????1256??2015-11-08?22:36??CvSVMTest\SVM\SVM.pro

?????文件??????12461??2015-11-08?22:42??CvSVMTest\SVM\SVM.pro.user

?????文件?????247507??2015-11-08?22:53??CvSVMTest\SVM-build-desktop\debug\main.o

?????文件????3989151??2015-11-08?22:53??CvSVMTest\SVM-build-desktop\debug\SVM.exe

?????文件???????5954??2015-11-08?22:37??CvSVMTest\SVM-build-desktop\Makefile

?????文件???????5564??2015-11-08?22:37??CvSVMTest\SVM-build-desktop\Makefile.Debug

?????文件???????5610??2015-11-08?22:37??CvSVMTest\SVM-build-desktop\Makefile.Release

?????目錄??????????0??2015-11-08?22:55??CvSVMTest\SVM-build-desktop\debug

?????目錄??????????0??2015-11-08?22:55??CvSVMTest\SVM-build-desktop\release

?????目錄??????????0??2015-11-08?22:55??CvSVMTest\SVM

?????目錄??????????0??2015-11-08?22:55??CvSVMTest\SVM-build-desktop

?????目錄??????????0??2015-11-08?22:55??CvSVMTest

-----------?---------??----------?-----??----

??????????????4269670????????????????????13